{"id":"W2461248210","doi":"","title":"Functional outcomes after treatment of advanced oropharyngeal carcinoma with radiation or chemoradiation.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba","funders":"","keywords":"Medicine; Swallowing; Radiation therapy; Soft palate; Performance status; Head and neck cancer; Tonsil; Internal medicine; Cancer; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006949463,0.0002356127,0.0004043302,0.0003465977,0.0003205964,0.0004185279,0.0002366795,0.0003247902,0.0006532292],"category_scores_gemma":[0.001565499,0.00007632705,0.0005347558,0.0004517477,0.0002806636,0.0002971092,0.0004704729,0.0003175884,0.0001731267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004686163,"about_ca_system_score_gemma":0.0004025111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003507621,"about_ca_topic_score_gemma":0.004000476,"domain_scores_codex":[0.9996893,0.00007836644,0.00002633437,0.00005254058,0.00007877241,0.00007463557],"domain_scores_gemma":[0.9988974,0.0001138894,0.0006576139,0.00004679487,0.0001092602,0.0001748974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00047389,0.00008545218,0.9919475,0.00003409039,0.0001240021,0.0001382763,0.00008342429,0.0002015725,0.0003375047,0.000008787289,0.0001685786,0.006397073],"study_design_scores_gemma":[0.00002237434,0.0005799737,0.9982756,0.000008274475,0.00005251484,0.0004588895,0.00004251229,0.0001077046,0.0001305285,0.00001273228,0.0003043789,0.000004527803],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982582,0.0007877145,0.00006222964,0.0000395329,0.000007191262,0.00001252807,0.0004937368,0.000004976185,0.0003339107],"genre_scores_gemma":[0.9989887,0.0001334199,0.0000361544,0.00002144289,0.000007353533,0.000009848948,0.0006843221,0.000001077039,0.0001176254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003507621,"threshold_uncertainty_score":0.006974399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0309273554122504,"score_gpt":0.2565780241099497,"score_spread":0.2256506686976993,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}